{"id":"W4416741054","doi":"10.1021/acs.chemmater.5c02280","title":"More Is Different: Case Studies of How Chemical Complexity Influences Stability in High Entropy Oxides","year":2025,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; University of British Columbia","funders":"Canada First Research Excellence Fund; Killam Trusts; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research; Alfred P. Sloan Foundation","keywords":"Chemical stability; Configuration entropy; Oxide; Ionic bonding; Eutectic system; Entropy (arrow of time); Fluorite; Ionic radius","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233796,0.0002191957,0.000766728,0.00002947059,0.00002513406,0.00001286704,0.000173315,0.0000932739,0.00013904],"category_scores_gemma":[0.0002172511,0.0001941796,0.00005510417,0.0001089446,0.0005154942,0.00005036353,0.0001642068,0.00007151218,5.331229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019047,"about_ca_system_score_gemma":0.00001143686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005078977,"about_ca_topic_score_gemma":0.000005091717,"domain_scores_codex":[0.9989238,0.00002428205,0.0004904397,0.0002067973,0.0001382886,0.0002163615],"domain_scores_gemma":[0.999355,0.0001402449,0.00009562993,0.000286159,0.00009366045,0.00002927413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000338686,0.000054746,0.004255069,0.00398083,0.0001931454,0.00002376039,0.0007221046,0.00002104929,0.9904344,0.00006342519,0.0002045342,0.00001305992],"study_design_scores_gemma":[0.0004035743,0.000005517873,0.003487109,0.0001898558,0.00003664109,0.000007244036,0.0009728319,0.00001549418,0.9941223,0.0006161972,0.00001303913,0.0001302214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985728,0.0006039476,0.000005693226,0.0001769499,0.0001381745,0.000129439,0.0002504682,0.00006010295,0.00006242627],"genre_scores_gemma":[0.9995243,0.0001349767,0.000236836,0.000007062786,0.00002925172,0.00003023969,0.00001055647,0.000009953683,0.00001681547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003790974,"threshold_uncertainty_score":0.7918413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020766304250554,"score_gpt":0.2732048895242165,"score_spread":0.2429972264817109,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}